Overview

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	3000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1014.7 KiB
Average record size in memory	346.3 B

Variable types

Categorical	3
Numeric	19

Alerts

`Population` has unique values	Unique

Reproduction

Analysis started	2025-06-12 16:38:59.938304
Analysis finished	2025-06-12 16:39:49.874856
Duration	49.94 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Country
Categorical

Distinct	10
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	187.8 KiB

India	319
Russia	315
USA	311
Nigeria	304
Pakistan	298
Other values (5)	1453

Length

Max length	12
Median length	9
Mean length	7.0466667
Min length	3

Characters and Unicode

Total characters	21140
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Indonesia
2nd row	Brazil
3rd row	Nigeria
4th row	Russia
5th row	Indonesia

Common Values

Value	Count	Frequency (%)
India	319	10.6%
Russia	315	10.5%
USA	311	10.4%
Nigeria	304	10.1%
Pakistan	298	9.9%
Bangladesh	293	9.8%
South Africa	291	9.7%
Brazil	291	9.7%
China	290	9.7%
Indonesia	288	9.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
india	319	9.7%
russia	315	9.6%
usa	311	9.5%
nigeria	304	9.2%
pakistan	298	9.1%
bangladesh	293	8.9%
south	291	8.8%
africa	291	8.8%
brazil	291	8.8%
china	290	8.8%

Most occurring characters

Value	Count	Frequency (%)
a	3280	15.5%
i	2700	12.8%
n	1776	8.4%
s	1509	7.1%
d	900	4.3%
r	886	4.2%
e	885	4.2%
h	874	4.1%
I	607	2.9%
u	606	2.9%
Other values (17)	7117	33.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	21140	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	3280	15.5%
i	2700	12.8%
n	1776	8.4%
s	1509	7.1%
d	900	4.3%
r	886	4.2%
e	885	4.2%
h	874	4.1%
I	607	2.9%
u	606	2.9%
Other values (17)	7117	33.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	21140	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	3280	15.5%
i	2700	12.8%
n	1776	8.4%
s	1509	7.1%
d	900	4.3%
r	886	4.2%
e	885	4.2%
h	874	4.1%
I	607	2.9%
u	606	2.9%
Other values (17)	7117	33.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	21140	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	3280	15.5%
i	2700	12.8%
n	1776	8.4%
s	1509	7.1%
d	900	4.3%
r	886	4.2%
e	885	4.2%
h	874	4.1%
I	607	2.9%
u	606	2.9%
Other values (17)	7117	33.7%

Region
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	191.8 KiB

Africa	625
South America	611
North America	594
Asia	590
Europe	580

Length

Max length	13
Median length	6
Mean length	8.4183333
Min length	4

Characters and Unicode

Total characters	25255
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Asia
2nd row	North America
3rd row	South America
4th row	Africa
5th row	Europe

Common Values

Value	Count	Frequency (%)
Africa	625	20.8%
South America	611	20.4%
North America	594	19.8%
Asia	590	19.7%
Europe	580	19.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
america	1205	28.7%
africa	625	14.9%
south	611	14.5%
north	594	14.1%
asia	590	14.0%
europe	580	13.8%

Most occurring characters

Value	Count	Frequency (%)
r	3004	11.9%
A	2420	9.6%
a	2420	9.6%
i	2420	9.6%
c	1830	7.2%
o	1785	7.1%
e	1785	7.1%
	1205	4.8%
h	1205	4.8%
t	1205	4.8%
Other values (8)	5976	23.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	25255	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	3004	11.9%
A	2420	9.6%
a	2420	9.6%
i	2420	9.6%
c	1830	7.2%
o	1785	7.1%
e	1785	7.1%
	1205	4.8%
h	1205	4.8%
t	1205	4.8%
Other values (8)	5976	23.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	25255	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	3004	11.9%
A	2420	9.6%
a	2420	9.6%
i	2420	9.6%
c	1830	7.2%
o	1785	7.1%
e	1785	7.1%
	1205	4.8%
h	1205	4.8%
t	1205	4.8%
Other values (8)	5976	23.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	25255	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	3004	11.9%
A	2420	9.6%
a	2420	9.6%
i	2420	9.6%
c	1830	7.2%
o	1785	7.1%
e	1785	7.1%
	1205	4.8%
h	1205	4.8%
t	1205	4.8%
Other values (8)	5976	23.7%

Income_Level
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	190.1 KiB

Lower-Middle	801
Low	741
Upper-Middle	731
High	727

Length

Max length	12
Median length	12
Mean length	7.8383333
Min length	3

Characters and Unicode

Total characters	23515
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Upper-Middle
2nd row	Lower-Middle
3rd row	High
4th row	Lower-Middle
5th row	Upper-Middle

Common Values

Value	Count	Frequency (%)
Lower-Middle	801	26.7%
Low	741	24.7%
Upper-Middle	731	24.4%
High	727	24.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
lower-middle	801	26.7%
low	741	24.7%
upper-middle	731	24.4%
high	727	24.2%

Most occurring characters

Value	Count	Frequency (%)
e	3064	13.0%
d	3064	13.0%
i	2259	9.6%
w	1542	6.6%
L	1542	6.6%
o	1542	6.6%
r	1532	6.5%
M	1532	6.5%
-	1532	6.5%
l	1532	6.5%
Other values (5)	4374	18.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	23515	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	3064	13.0%
d	3064	13.0%
i	2259	9.6%
w	1542	6.6%
L	1542	6.6%
o	1542	6.6%
r	1532	6.5%
M	1532	6.5%
-	1532	6.5%
l	1532	6.5%
Other values (5)	4374	18.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	23515	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	3064	13.0%
d	3064	13.0%
i	2259	9.6%
w	1542	6.6%
L	1542	6.6%
o	1542	6.6%
r	1532	6.5%
M	1532	6.5%
-	1532	6.5%
l	1532	6.5%
Other values (5)	4374	18.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	23515	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	3064	13.0%
d	3064	13.0%
i	2259	9.6%
w	1542	6.6%
L	1542	6.6%
o	1542	6.6%
r	1532	6.5%
M	1532	6.5%
-	1532	6.5%
l	1532	6.5%
Other values (5)	4374	18.6%

Year
Real number (ℝ)

Distinct	25
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2012.049

Minimum	2000
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	2000
5-th percentile	2001
Q1	2006
median	2012
Q3	2018
95-th percentile	2023
Maximum	2024
Range	24
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.2473057
Coefficient of variation (CV)	0.0036019529
Kurtosis	-1.1825567
Mean	2012.049
Median Absolute Deviation (MAD)	6
Skewness	-0.014751223
Sum	6036147
Variance	52.52344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2000	146	4.9%
2015	139	4.6%
2009	135	4.5%
2016	135	4.5%
2008	134	4.5%
2024	132	4.4%
2010	129	4.3%
2021	127	4.2%
2012	126	4.2%
2022	123	4.1%
Other values (15)	1674	55.8%

Value	Count	Frequency (%)
2000	146	4.9%
2001	109	3.6%
2002	110	3.7%
2003	121	4.0%
2004	110	3.7%
2005	112	3.7%
2006	121	4.0%
2007	95	3.2%
2008	134	4.5%
2009	135	4.5%

Value	Count	Frequency (%)
2024	132	4.4%
2023	123	4.1%
2022	123	4.1%
2021	127	4.2%
2020	90	3.0%
2019	117	3.9%
2018	122	4.1%
2017	117	3.9%
2016	135	4.5%
2015	139	4.6%

TB_Cases
Real number (ℝ)

Distinct	2897
Distinct (%)	96.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24807.938

Minimum	515
Maximum	49985
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	515
5-th percentile	2876.6
Q1	12297.75
median	24467
Q3	37031.5
95-th percentile	47609.25
Maximum	49985
Range	49470
Interquartile range (IQR)	24733.75

Descriptive statistics

Standard deviation	14261.28
Coefficient of variation (CV)	0.5748676
Kurtosis	-1.1738689
Mean	24807.938
Median Absolute Deviation (MAD)	12396.5
Skewness	0.05297827
Sum	74423813
Variance	2.033841 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17497	3	0.1%
13377	3	0.1%
746	2	0.1%
30513	2	0.1%
48164	2	0.1%
8114	2	0.1%
12686	2	0.1%
31040	2	0.1%
1447	2	0.1%
10747	2	0.1%
Other values (2887)	2978	99.3%

Value	Count	Frequency (%)
515	1	< 0.1%
522	1	< 0.1%
527	1	< 0.1%
536	1	< 0.1%
545	1	< 0.1%
548	1	< 0.1%
551	1	< 0.1%
556	2	0.1%
564	1	< 0.1%
606	1	< 0.1%

Value	Count	Frequency (%)
49985	1	< 0.1%
49982	1	< 0.1%
49980	1	< 0.1%
49977	1	< 0.1%
49944	1	< 0.1%
49931	1	< 0.1%
49910	1	< 0.1%
49896	1	< 0.1%
49866	1	< 0.1%
49823	1	< 0.1%

TB_Deaths
Real number (ℝ)

Distinct	2591
Distinct (%)	86.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5090.8183

Minimum	50
Maximum	9991
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	50
5-th percentile	583
Q1	2660.5
median	5188
Q3	7512.5
95-th percentile	9497.05
Maximum	9991
Range	9941
Interquartile range (IQR)	4852

Descriptive statistics

Standard deviation	2846.753
Coefficient of variation (CV)	0.5591936
Kurtosis	-1.1815459
Mean	5090.8183
Median Absolute Deviation (MAD)	2439.5
Skewness	-0.036694341
Sum	15272455
Variance	8104002.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4557	4	0.1%
8580	4	0.1%
3357	3	0.1%
8333	3	0.1%
3310	3	0.1%
1667	3	0.1%
2891	3	0.1%
9407	3	0.1%
3408	3	0.1%
6397	3	0.1%
Other values (2581)	2968	98.9%

Value	Count	Frequency (%)
50	1	< 0.1%
54	1	< 0.1%
55	2	0.1%
58	1	< 0.1%
61	1	< 0.1%
62	1	< 0.1%
64	1	< 0.1%
66	1	< 0.1%
69	1	< 0.1%
70	1	< 0.1%

Value	Count	Frequency (%)
9991	1	< 0.1%
9990	1	< 0.1%
9967	1	< 0.1%
9966	1	< 0.1%
9962	1	< 0.1%
9959	1	< 0.1%
9958	1	< 0.1%
9957	1	< 0.1%
9951	1	< 0.1%
9949	2	0.1%

TB_Incidence_Rate
Real number (ℝ)

Distinct	2904
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	255.84548

Minimum	10.06
Maximum	499.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	10.06
5-th percentile	36.939
Q1	133.6625
median	255.77
Q3	374.6475
95-th percentile	475.911
Maximum	499.95
Range	489.89
Interquartile range (IQR)	240.985

Descriptive statistics

Standard deviation	140.65194
Coefficient of variation (CV)	0.54975346
Kurtosis	-1.1928127
Mean	255.84548
Median Absolute Deviation (MAD)	120.93
Skewness	0.023293145
Sum	767536.45
Variance	19782.968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
340.14	2	0.1%
18.92	2	0.1%
339.48	2	0.1%
106.33	2	0.1%
273.13	2	0.1%
420.27	2	0.1%
422.8	2	0.1%
241.73	2	0.1%
286.92	2	0.1%
443.06	2	0.1%
Other values (2894)	2980	99.3%

Value	Count	Frequency (%)
10.06	1	< 0.1%
10.12	1	< 0.1%
10.31	1	< 0.1%
10.55	1	< 0.1%
11.28	1	< 0.1%
11.77	2	0.1%
12.76	1	< 0.1%
12.88	1	< 0.1%
13.52	1	< 0.1%
13.63	1	< 0.1%

Value	Count	Frequency (%)
499.95	1	< 0.1%
499.91	1	< 0.1%
499.84	1	< 0.1%
499.51	1	< 0.1%
499.14	1	< 0.1%
499.12	1	< 0.1%
498.94	1	< 0.1%
498.73	1	< 0.1%
498.71	1	< 0.1%
498.61	1	< 0.1%

TB_Mortality_Rate
Real number (ℝ)

Distinct	2248
Distinct (%)	74.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.11921

Minimum	1.01
Maximum	49.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	1.01
5-th percentile	3.4585
Q1	12.9625
median	25.09
Q3	36.9
95-th percentile	47.5505
Maximum	49.99
Range	48.98
Interquartile range (IQR)	23.9375

Descriptive statistics

Standard deviation	14.031132
Coefficient of variation (CV)	0.55858173
Kurtosis	-1.1837587
Mean	25.11921
Median Absolute Deviation (MAD)	12.025
Skewness	0.043099038
Sum	75357.63
Variance	196.87266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.34	6	0.2%
35.23	4	0.1%
41.94	4	0.1%
19.35	4	0.1%
11.85	4	0.1%
20.93	4	0.1%
31.2	4	0.1%
16.91	4	0.1%
32.86	4	0.1%
44.03	4	0.1%
Other values (2238)	2958	98.6%

Value	Count	Frequency (%)
1.01	1	< 0.1%
1.02	1	< 0.1%
1.04	1	< 0.1%
1.06	2	0.1%
1.07	1	< 0.1%
1.09	1	< 0.1%
1.1	1	< 0.1%
1.13	1	< 0.1%
1.15	1	< 0.1%
1.17	2	0.1%

Value	Count	Frequency (%)
49.99	1	< 0.1%
49.97	1	< 0.1%
49.94	1	< 0.1%
49.92	1	< 0.1%
49.88	1	< 0.1%
49.84	2	0.1%
49.82	1	< 0.1%
49.8	1	< 0.1%
49.77	1	< 0.1%
49.76	1	< 0.1%

TB_Treatment_Success_Rate
Real number (ℝ)

Distinct	2178
Distinct (%)	72.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.484597

Minimum	50
Maximum	94.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	50
5-th percentile	52.187
Q1	61.0675
median	72.545
Q3	84.025
95-th percentile	92.75
Maximum	94.98
Range	44.98
Interquartile range (IQR)	22.9575

Descriptive statistics

Standard deviation	13.112578
Coefficient of variation (CV)	0.18090158
Kurtosis	-1.2387268
Mean	72.484597
Median Absolute Deviation (MAD)	11.48
Skewness	0.0086591801
Sum	217453.79
Variance	171.93971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75.77	7	0.2%
91.07	5	0.2%
64.55	5	0.2%
69.43	5	0.2%
52.53	4	0.1%
70.97	4	0.1%
57.28	4	0.1%
80.29	4	0.1%
57.34	4	0.1%
88.77	4	0.1%
Other values (2168)	2954	98.5%

Value	Count	Frequency (%)
50	1	< 0.1%
50.01	2	0.1%
50.04	1	< 0.1%
50.05	1	< 0.1%
50.06	2	0.1%
50.07	1	< 0.1%
50.08	1	< 0.1%
50.09	1	< 0.1%
50.1	1	< 0.1%
50.11	1	< 0.1%

Value	Count	Frequency (%)
94.98	1	< 0.1%
94.97	2	0.1%
94.95	1	< 0.1%
94.93	1	< 0.1%
94.91	3	0.1%
94.9	1	< 0.1%
94.88	1	< 0.1%
94.87	1	< 0.1%
94.82	1	< 0.1%
94.81	1	< 0.1%

Drug_Resistant_TB_Cases
Real number (ℝ)

Distinct	2228
Distinct (%)	74.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2501.7963

Minimum	13
Maximum	4999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	13
5-th percentile	241.95
Q1	1236
median	2525.5
Q3	3740
95-th percentile	4738.05
Maximum	4999
Range	4986
Interquartile range (IQR)	2504

Descriptive statistics

Standard deviation	1440.0324
Coefficient of variation (CV)	0.57559937
Kurtosis	-1.1908332
Mean	2501.7963
Median Absolute Deviation (MAD)	1250.5
Skewness	-0.0062123884
Sum	7505389
Variance	2073693.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
851	5	0.2%
1294	5	0.2%
3016	4	0.1%
4597	4	0.1%
1070	4	0.1%
128	4	0.1%
3381	4	0.1%
1077	4	0.1%
2290	4	0.1%
3544	4	0.1%
Other values (2218)	2958	98.6%

Value	Count	Frequency (%)
13	1	< 0.1%
16	1	< 0.1%
17	3	0.1%
22	1	< 0.1%
27	2	0.1%
28	2	0.1%
29	1	< 0.1%
31	1	< 0.1%
32	1	< 0.1%
33	1	< 0.1%

Value	Count	Frequency (%)
4999	2	0.1%
4994	1	< 0.1%
4993	2	0.1%
4988	3	0.1%
4987	1	< 0.1%
4984	1	< 0.1%
4983	2	0.1%
4982	2	0.1%
4980	1	< 0.1%
4976	1	< 0.1%

HIV_CoInfected_TB_Cases
Real number (ℝ)

Distinct	2564
Distinct (%)	85.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4929.4993

Minimum	10
Maximum	9989
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	10
5-th percentile	553.85
Q1	2520.75
median	4864
Q3	7328.5
95-th percentile	9496.05
Maximum	9989
Range	9979
Interquartile range (IQR)	4807.75

Descriptive statistics

Standard deviation	2846.943
Coefficient of variation (CV)	0.57753188
Kurtosis	-1.164312
Mean	4929.4993
Median Absolute Deviation (MAD)	2405.5
Skewness	0.045204765
Sum	14788498
Variance	8105084.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
843	3	0.1%
4665	3	0.1%
2163	3	0.1%
6778	3	0.1%
7002	3	0.1%
2521	3	0.1%
4351	3	0.1%
699	3	0.1%
8945	3	0.1%
3266	3	0.1%
Other values (2554)	2970	99.0%

Value	Count	Frequency (%)
10	1	< 0.1%
16	1	< 0.1%
20	2	0.1%
25	1	< 0.1%
27	1	< 0.1%
29	1	< 0.1%
35	1	< 0.1%
36	1	< 0.1%
37	1	< 0.1%
40	1	< 0.1%

Value	Count	Frequency (%)
9989	1	< 0.1%
9985	1	< 0.1%
9980	1	< 0.1%
9976	1	< 0.1%
9975	2	0.1%
9973	1	< 0.1%
9969	1	< 0.1%
9959	1	< 0.1%
9958	1	< 0.1%
9956	1	< 0.1%

Population
Real number (ℝ)

Unique

Distinct	3000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0365352 × 10⁸

Minimum	1088106
Maximum	1.3992853 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	1088106
5-th percentile	77247241
Q1	3.6363713 × 10⁸
median	6.9706384 × 10⁸
Q3	1.0416069 × 10⁹
95-th percentile	1.3334905 × 10⁹
Maximum	1.3992853 × 10⁹
Range	1.3981972 × 10⁹
Interquartile range (IQR)	6.779698 × 10⁸

Descriptive statistics

Standard deviation	4.0181019 × 10⁸
Coefficient of variation (CV)	0.57103415
Kurtosis	-1.1713213
Mean	7.0365352 × 10⁸
Median Absolute Deviation (MAD)	3.4002106 × 10⁸
Skewness	0.0089935301
Sum	2.1109606 × 10¹²
Variance	1.6145143 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
617718219	1	< 0.1%
11840158	1	< 0.1%
412757119	1	< 0.1%
1246189339	1	< 0.1%
987178400	1	< 0.1%
672508232	1	< 0.1%
1374334908	1	< 0.1%
1225821404	1	< 0.1%
953921017	1	< 0.1%
7173426	1	< 0.1%
Other values (2990)	2990	99.7%

Value	Count	Frequency (%)
1088106	1	< 0.1%
1306043	1	< 0.1%
1537460	1	< 0.1%
1591145	1	< 0.1%
2034576	1	< 0.1%
2053518	1	< 0.1%
2926049	1	< 0.1%
3897933	1	< 0.1%
3955080	1	< 0.1%
4509159	1	< 0.1%

Value	Count	Frequency (%)
1399285306	1	< 0.1%
1399015734	1	< 0.1%
1398738485	1	< 0.1%
1398462127	1	< 0.1%
1398359575	1	< 0.1%
1397363290	1	< 0.1%
1396240618	1	< 0.1%
1395984182	1	< 0.1%
1395817730	1	< 0.1%
1395545194	1	< 0.1%

GDP_Per_Capita
Real number (ℝ)

Distinct	2920
Distinct (%)	97.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30046.892

Minimum	501
Maximum	59996
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	501
5-th percentile	3180.25
Q1	15212
median	29707
Q3	44463
95-th percentile	57032.15
Maximum	59996
Range	59495
Interquartile range (IQR)	29251

Descriptive statistics

Standard deviation	17172.813
Coefficient of variation (CV)	0.57153376
Kurtosis	-1.1932144
Mean	30046.892
Median Absolute Deviation (MAD)	14661
Skewness	0.01184168
Sum	90140677
Variance	2.9490552 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14055	2	0.1%
24616	2	0.1%
9026	2	0.1%
30484	2	0.1%
17330	2	0.1%
47876	2	0.1%
18872	2	0.1%
22329	2	0.1%
55902	2	0.1%
14489	2	0.1%
Other values (2910)	2980	99.3%

Value	Count	Frequency (%)
501	1	< 0.1%
503	1	< 0.1%
517	1	< 0.1%
530	1	< 0.1%
589	1	< 0.1%
590	1	< 0.1%
591	1	< 0.1%
625	1	< 0.1%
648	1	< 0.1%
659	1	< 0.1%

Value	Count	Frequency (%)
59996	1	< 0.1%
59991	1	< 0.1%
59973	1	< 0.1%
59949	1	< 0.1%
59916	1	< 0.1%
59915	1	< 0.1%
59901	1	< 0.1%
59878	1	< 0.1%
59837	1	< 0.1%
59832	1	< 0.1%

Health_Expenditure_Per_Capita
Real number (ℝ)

Distinct	2562
Distinct (%)	85.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5039.4857

Minimum	50
Maximum	9999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	50
5-th percentile	564.95
Q1	2543.5
median	5008
Q3	7518.75
95-th percentile	9526.35
Maximum	9999
Range	9949
Interquartile range (IQR)	4975.25

Descriptive statistics

Standard deviation	2870.2696
Coefficient of variation (CV)	0.56955606
Kurtosis	-1.2007197
Mean	5039.4857
Median Absolute Deviation (MAD)	2493
Skewness	0.00084137602
Sum	15118457
Variance	8238447.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7738	5	0.2%
3821	5	0.2%
1455	4	0.1%
9158	4	0.1%
4287	4	0.1%
1749	4	0.1%
7978	4	0.1%
2427	4	0.1%
1193	3	0.1%
8362	3	0.1%
Other values (2552)	2960	98.7%

Value	Count	Frequency (%)
50	1	< 0.1%
52	1	< 0.1%
53	1	< 0.1%
55	2	0.1%
57	1	< 0.1%
59	1	< 0.1%
60	1	< 0.1%
69	2	0.1%
72	1	< 0.1%
86	1	< 0.1%

Value	Count	Frequency (%)
9999	1	< 0.1%
9993	2	0.1%
9992	1	< 0.1%
9991	1	< 0.1%
9979	1	< 0.1%
9978	1	< 0.1%
9975	1	< 0.1%
9973	1	< 0.1%
9970	1	< 0.1%
9967	1	< 0.1%

Urban_Population_Percentage
Real number (ℝ)

Distinct	2426
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.55871

Minimum	20
Maximum	89.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	20
5-th percentile	23.2195
Q1	37.0675
median	54.775
Q3	71.575
95-th percentile	85.9815
Maximum	89.99
Range	69.99
Interquartile range (IQR)	34.5075

Descriptive statistics

Standard deviation	20.124572
Coefficient of variation (CV)	0.36886085
Kurtosis	-1.2003204
Mean	54.55871
Median Absolute Deviation (MAD)	17.18
Skewness	0.018760775
Sum	163676.13
Variance	404.99841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72.38	4	0.1%
46.43	4	0.1%
47.06	4	0.1%
38.46	4	0.1%
61.14	4	0.1%
48.57	4	0.1%
84.57	4	0.1%
72.07	4	0.1%
85.48	3	0.1%
35.54	3	0.1%
Other values (2416)	2962	98.7%

Value	Count	Frequency (%)
20	1	< 0.1%
20.01	1	< 0.1%
20.06	2	0.1%
20.07	1	< 0.1%
20.09	1	< 0.1%
20.11	1	< 0.1%
20.12	1	< 0.1%
20.15	1	< 0.1%
20.16	1	< 0.1%
20.18	1	< 0.1%

Value	Count	Frequency (%)
89.99	1	< 0.1%
89.95	1	< 0.1%
89.93	1	< 0.1%
89.89	1	< 0.1%
89.87	1	< 0.1%
89.82	1	< 0.1%
89.78	1	< 0.1%
89.76	1	< 0.1%
89.75	1	< 0.1%
89.73	1	< 0.1%

Malnutrition_Prevalence
Real number (ℝ)

Distinct	2189
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.549927

Minimum	5.01
Maximum	49.97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	5.01
5-th percentile	7.209
Q1	16.385
median	27.635
Q3	38.7825
95-th percentile	47.761
Maximum	49.97
Range	44.96
Interquartile range (IQR)	22.3975

Descriptive statistics

Standard deviation	12.97443
Coefficient of variation (CV)	0.47094245
Kurtosis	-1.1917904
Mean	27.549927
Median Absolute Deviation (MAD)	11.19
Skewness	-0.0028366176
Sum	82649.78
Variance	168.33583
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46.23	5	0.2%
16.51	5	0.2%
44.79	4	0.1%
34.59	4	0.1%
19.55	4	0.1%
31.34	4	0.1%
9.25	4	0.1%
33.95	4	0.1%
23.85	4	0.1%
46.75	4	0.1%
Other values (2179)	2958	98.6%

Value	Count	Frequency (%)
5.01	1	< 0.1%
5.03	1	< 0.1%
5.06	3	0.1%
5.08	1	< 0.1%
5.1	1	< 0.1%
5.11	1	< 0.1%
5.13	1	< 0.1%
5.15	2	0.1%
5.16	2	0.1%
5.19	1	< 0.1%

Value	Count	Frequency (%)
49.97	1	< 0.1%
49.96	2	0.1%
49.95	1	< 0.1%
49.94	1	< 0.1%
49.92	1	< 0.1%
49.88	1	< 0.1%
49.87	2	0.1%
49.85	1	< 0.1%
49.82	1	< 0.1%
49.8	2	0.1%

Smoking_Prevalence
Real number (ℝ)

Distinct	2029
Distinct (%)	67.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.439453

Minimum	5.02
Maximum	40
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	5.02
5-th percentile	6.689
Q1	13.75
median	22.195
Q3	31.5225
95-th percentile	38.2405
Maximum	40
Range	34.98
Interquartile range (IQR)	17.7725

Descriptive statistics

Standard deviation	10.179438
Coefficient of variation (CV)	0.45364018
Kurtosis	-1.2085205
Mean	22.439453
Median Absolute Deviation (MAD)	8.87
Skewness	0.021914773
Sum	67318.36
Variance	103.62095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.87	5	0.2%
37.35	5	0.2%
10.04	5	0.2%
6	5	0.2%
17.52	5	0.2%
15.89	5	0.2%
25.28	4	0.1%
15.36	4	0.1%
20.4	4	0.1%
11.32	4	0.1%
Other values (2019)	2954	98.5%

Value	Count	Frequency (%)
5.02	2	0.1%
5.05	1	< 0.1%
5.06	3	0.1%
5.08	1	< 0.1%
5.09	1	< 0.1%
5.11	1	< 0.1%
5.12	4	0.1%
5.13	2	0.1%
5.14	2	0.1%
5.15	1	< 0.1%

Value	Count	Frequency (%)
40	1	< 0.1%
39.96	2	0.1%
39.95	1	< 0.1%
39.93	1	< 0.1%
39.92	1	< 0.1%
39.91	1	< 0.1%
39.88	2	0.1%
39.87	1	< 0.1%
39.86	3	0.1%
39.85	3	0.1%

TB_Doctors_Per_100K
Real number (ℝ)

Distinct	949
Distinct (%)	31.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.01523

Minimum	0.1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.64
Q1	2.52
median	4.93
Q3	7.48
95-th percentile	9.52
Maximum	10
Range	9.9
Interquartile range (IQR)	4.96

Descriptive statistics

Standard deviation	2.8511242
Coefficient of variation (CV)	0.56849321
Kurtosis	-1.195264
Mean	5.01523
Median Absolute Deviation (MAD)	2.47
Skewness	0.036692133
Sum	15045.69
Variance	8.1289093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.17	10	0.3%
6.72	9	0.3%
4.03	9	0.3%
4.83	8	0.3%
8.68	8	0.3%
6.6	8	0.3%
6.71	8	0.3%
1.18	8	0.3%
1.12	8	0.3%
0.94	8	0.3%
Other values (939)	2916	97.2%

Value	Count	Frequency (%)
0.1	2	0.1%
0.11	3	0.1%
0.12	5	0.2%
0.14	2	0.1%
0.15	3	0.1%
0.16	2	0.1%
0.17	2	0.1%
0.18	1	< 0.1%
0.19	2	0.1%
0.2	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9.99	1	< 0.1%
9.98	8	0.3%
9.97	2	0.1%
9.96	7	0.2%
9.95	3	0.1%
9.94	4	0.1%
9.93	4	0.1%
9.92	2	0.1%
9.91	2	0.1%

TB_Hospitals_Per_Million
Real number (ℝ)

Distinct	1536
Distinct (%)	51.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.268077

Minimum	0.51
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	0.51
5-th percentile	1.4695
Q1	5.13
median	10.39
Q3	15.36
95-th percentile	18.991
Maximum	20
Range	19.49
Interquartile range (IQR)	10.23

Descriptive statistics

Standard deviation	5.7174378
Coefficient of variation (CV)	0.55681682
Kurtosis	-1.2622465
Mean	10.268077
Median Absolute Deviation (MAD)	5.095
Skewness	-0.0096869577
Sum	30804.23
Variance	32.689095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.68	8	0.3%
11.2	7	0.2%
2.08	7	0.2%
18.53	6	0.2%
16.35	6	0.2%
12.58	5	0.2%
15.59	5	0.2%
16.43	5	0.2%
4.95	5	0.2%
16.89	5	0.2%
Other values (1526)	2941	98.0%

Value	Count	Frequency (%)
0.51	2	0.1%
0.53	1	< 0.1%
0.54	2	0.1%
0.55	3	0.1%
0.57	1	< 0.1%
0.58	1	< 0.1%
0.59	3	0.1%
0.6	1	< 0.1%
0.61	1	< 0.1%
0.63	2	0.1%

Value	Count	Frequency (%)
20	2	0.1%
19.99	1	< 0.1%
19.98	2	0.1%
19.97	2	0.1%
19.96	1	< 0.1%
19.95	1	< 0.1%
19.93	3	0.1%
19.92	3	0.1%
19.89	2	0.1%
19.88	3	0.1%

Access_To_Health_Services
Real number (ℝ)

Distinct	2405
Distinct (%)	80.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.597103

Minimum	30.01
Maximum	99.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	30.01
5-th percentile	33.2295
Q1	47.24
median	64.63
Q3	81.3425
95-th percentile	96.021
Maximum	99.96
Range	69.95
Interquartile range (IQR)	34.1025

Descriptive statistics

Standard deviation	19.990994
Coefficient of variation (CV)	0.30947199
Kurtosis	-1.1767319
Mean	64.597103
Median Absolute Deviation (MAD)	17.1
Skewness	0.0095056317
Sum	193791.31
Variance	399.63984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94.47	4	0.1%
68.84	4	0.1%
75.41	4	0.1%
82.69	4	0.1%
46.76	4	0.1%
81.59	4	0.1%
49.23	4	0.1%
86.44	4	0.1%
73.97	4	0.1%
51.95	4	0.1%
Other values (2395)	2960	98.7%

Value	Count	Frequency (%)
30.01	1	< 0.1%
30.02	1	< 0.1%
30.03	1	< 0.1%
30.04	2	0.1%
30.05	2	0.1%
30.06	1	< 0.1%
30.07	2	0.1%
30.1	1	< 0.1%
30.11	1	< 0.1%
30.17	1	< 0.1%

Value	Count	Frequency (%)
99.96	1	< 0.1%
99.9	1	< 0.1%
99.86	1	< 0.1%
99.84	1	< 0.1%
99.79	1	< 0.1%
99.76	1	< 0.1%
99.73	1	< 0.1%
99.65	1	< 0.1%
99.63	1	< 0.1%
99.6	1	< 0.1%

BCG_Vaccination_Coverage
Real number (ℝ)

Distinct	2263
Distinct (%)	75.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74.588197

Minimum	50.02
Maximum	98.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	50.02
5-th percentile	52.3185
Q1	62.5175
median	74.87
Q3	86.645
95-th percentile	96.48
Maximum	98.99
Range	48.97
Interquartile range (IQR)	24.1275

Descriptive statistics

Standard deviation	14.124815
Coefficient of variation (CV)	0.18937064
Kurtosis	-1.1865203
Mean	74.588197
Median Absolute Deviation (MAD)	12.06
Skewness	-0.025002436
Sum	223764.59
Variance	199.51039
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63.02	5	0.2%
64.08	5	0.2%
84.08	4	0.1%
68.36	4	0.1%
98.16	4	0.1%
53.13	4	0.1%
50.48	4	0.1%
96.78	4	0.1%
66.01	4	0.1%
87.83	4	0.1%
Other values (2253)	2958	98.6%

Value	Count	Frequency (%)
50.02	1	< 0.1%
50.03	2	0.1%
50.04	1	< 0.1%
50.06	1	< 0.1%
50.07	1	< 0.1%
50.08	1	< 0.1%
50.12	1	< 0.1%
50.14	1	< 0.1%
50.15	1	< 0.1%
50.16	1	< 0.1%

Value	Count	Frequency (%)
98.99	3	0.1%
98.98	2	0.1%
98.96	1	< 0.1%
98.94	1	< 0.1%
98.91	1	< 0.1%
98.9	1	< 0.1%
98.8	1	< 0.1%
98.79	1	< 0.1%
98.72	3	0.1%
98.71	1	< 0.1%

HIV_Testing_Coverage
Real number (ℝ)

Distinct	2455
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.49869

Minimum	20
Maximum	89.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.6 KiB

Quantile statistics

Minimum	20
5-th percentile	23.428
Q1	38.24
median	55.825
Q3	73.4975
95-th percentile	86.8005
Maximum	89.98
Range	69.98
Interquartile range (IQR)	35.2575

Descriptive statistics

Standard deviation	20.250306
Coefficient of variation (CV)	0.364879
Kurtosis	-1.2034151
Mean	55.49869
Median Absolute Deviation (MAD)	17.66
Skewness	-0.042663346
Sum	166496.07
Variance	410.07491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.09	4	0.1%
73.88	4	0.1%
21.72	4	0.1%
55.65	4	0.1%
86.22	4	0.1%
55.26	3	0.1%
26.85	3	0.1%
80.25	3	0.1%
73.49	3	0.1%
56.08	3	0.1%
Other values (2445)	2965	98.8%

Value	Count	Frequency (%)
20	1	< 0.1%
20.07	1	< 0.1%
20.09	2	0.1%
20.1	1	< 0.1%
20.13	1	< 0.1%
20.15	1	< 0.1%
20.17	2	0.1%
20.18	1	< 0.1%
20.19	2	0.1%
20.21	1	< 0.1%

Value	Count	Frequency (%)
89.98	1	< 0.1%
89.96	1	< 0.1%
89.94	1	< 0.1%
89.92	1	< 0.1%
89.88	1	< 0.1%
89.8	1	< 0.1%
89.78	2	0.1%
89.75	2	0.1%
89.71	1	< 0.1%
89.7	1	< 0.1%

Interactions

Correlations

	Access_To_Health_Services	BCG_Vaccination_Coverage	Country	Drug_Resistant_TB_Cases	GDP_Per_Capita	HIV_CoInfected_TB_Cases	HIV_Testing_Coverage	Health_Expenditure_Per_Capita	Income_Level	Malnutrition_Prevalence	Population	Region	Smoking_Prevalence	TB_Cases	TB_Deaths	TB_Doctors_Per_100K	TB_Hospitals_Per_Million	TB_Incidence_Rate	TB_Mortality_Rate	TB_Treatment_Success_Rate	Urban_Population_Percentage	Year
Access_To_Health_Services	1.000	0.008	0.023	0.039	0.001	-0.012	0.031	0.005	0.023	-0.008	0.004	0.000	-0.020	0.009	-0.044	0.034	-0.006	0.001	-0.018	-0.024	0.013	-0.007
BCG_Vaccination_Coverage	0.008	1.000	0.000	-0.019	0.010	0.018	0.015	0.031	0.019	0.013	-0.042	0.000	-0.013	0.008	-0.001	0.022	0.010	-0.007	-0.011	0.016	0.023	0.018
Country	0.023	0.000	1.000	0.015	0.006	0.028	0.000	0.013	0.000	0.015	0.000	0.027	0.019	0.018	0.013	0.014	0.006	0.000	0.017	0.010	0.019	0.023
Drug_Resistant_TB_Cases	0.039	-0.019	0.015	1.000	0.031	-0.014	0.009	0.001	0.009	0.010	-0.009	0.000	-0.005	0.006	-0.011	0.012	-0.003	-0.005	-0.001	0.005	0.020	-0.004
GDP_Per_Capita	0.001	0.010	0.006	0.031	1.000	-0.034	0.023	0.018	0.000	0.039	0.028	0.000	-0.002	0.011	0.008	-0.003	0.010	0.003	0.010	-0.026	-0.012	-0.014
HIV_CoInfected_TB_Cases	-0.012	0.018	0.028	-0.014	-0.034	1.000	-0.005	-0.004	0.000	-0.006	-0.006	0.000	0.026	0.017	0.013	0.024	-0.011	0.011	0.000	-0.010	-0.007	-0.016
HIV_Testing_Coverage	0.031	0.015	0.000	0.009	0.023	-0.005	1.000	0.016	0.016	-0.027	-0.006	0.000	0.008	0.003	0.024	-0.016	-0.017	-0.002	0.008	0.045	0.012	0.026
Health_Expenditure_Per_Capita	0.005	0.031	0.013	0.001	0.018	-0.004	0.016	1.000	0.000	0.024	0.012	0.000	0.041	0.006	-0.035	0.008	-0.009	0.008	0.001	0.015	-0.027	0.000
Income_Level	0.023	0.019	0.000	0.009	0.000	0.000	0.016	0.000	1.000	0.000	0.031	0.000	0.000	0.000	0.034	0.036	0.000	0.000	0.000	0.000	0.013	0.024
Malnutrition_Prevalence	-0.008	0.013	0.015	0.010	0.039	-0.006	-0.027	0.024	0.000	1.000	0.016	0.021	0.024	0.010	-0.010	0.002	0.009	-0.021	-0.012	-0.004	0.017	-0.014
Population	0.004	-0.042	0.000	-0.009	0.028	-0.006	-0.006	0.012	0.031	0.016	1.000	0.033	0.012	-0.041	-0.021	0.012	-0.005	0.018	0.017	0.004	0.011	-0.009
Region	0.000	0.000	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.021	0.033	1.000	0.017	0.023	0.007	0.032	0.000	0.000	0.009	0.024	0.014	0.012
Smoking_Prevalence	-0.020	-0.013	0.019	-0.005	-0.002	0.026	0.008	0.041	0.000	0.024	0.012	0.017	1.000	0.010	-0.002	-0.006	-0.006	-0.032	0.026	0.023	-0.016	-0.007
TB_Cases	0.009	0.008	0.018	0.006	0.011	0.017	0.003	0.006	0.000	0.010	-0.041	0.023	0.010	1.000	-0.015	-0.015	-0.018	0.008	0.005	-0.005	-0.006	-0.004
TB_Deaths	-0.044	-0.001	0.013	-0.011	0.008	0.013	0.024	-0.035	0.034	-0.010	-0.021	0.007	-0.002	-0.015	1.000	0.001	-0.014	0.010	0.004	0.019	0.009	0.020
TB_Doctors_Per_100K	0.034	0.022	0.014	0.012	-0.003	0.024	-0.016	0.008	0.036	0.002	0.012	0.032	-0.006	-0.015	0.001	1.000	-0.010	-0.008	-0.032	-0.025	-0.006	0.020
TB_Hospitals_Per_Million	-0.006	0.010	0.006	-0.003	0.010	-0.011	-0.017	-0.009	0.000	0.009	-0.005	0.000	-0.006	-0.018	-0.014	-0.010	1.000	0.019	0.019	0.003	0.002	-0.006
TB_Incidence_Rate	0.001	-0.007	0.000	-0.005	0.003	0.011	-0.002	0.008	0.000	-0.021	0.018	0.000	-0.032	0.008	0.010	-0.008	0.019	1.000	-0.032	-0.004	-0.013	-0.045
TB_Mortality_Rate	-0.018	-0.011	0.017	-0.001	0.010	0.000	0.008	0.001	0.000	-0.012	0.017	0.009	0.026	0.005	0.004	-0.032	0.019	-0.032	1.000	-0.000	-0.018	0.022
TB_Treatment_Success_Rate	-0.024	0.016	0.010	0.005	-0.026	-0.010	0.045	0.015	0.000	-0.004	0.004	0.024	0.023	-0.005	0.019	-0.025	0.003	-0.004	-0.000	1.000	-0.019	0.034
Urban_Population_Percentage	0.013	0.023	0.019	0.020	-0.012	-0.007	0.012	-0.027	0.013	0.017	0.011	0.014	-0.016	-0.006	0.009	-0.006	0.002	-0.013	-0.018	-0.019	1.000	0.016
Year	-0.007	0.018	0.023	-0.004	-0.014	-0.016	0.026	0.000	0.024	-0.014	-0.009	0.012	-0.007	-0.004	0.020	0.020	-0.006	-0.045	0.022	0.034	0.016	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Country	Region	Income_Level	Year	TB_Cases	TB_Deaths	TB_Incidence_Rate	TB_Mortality_Rate	TB_Treatment_Success_Rate	Drug_Resistant_TB_Cases	HIV_CoInfected_TB_Cases	Population	GDP_Per_Capita	Health_Expenditure_Per_Capita	Urban_Population_Percentage	Malnutrition_Prevalence	Smoking_Prevalence	TB_Doctors_Per_100K	TB_Hospitals_Per_Million	Access_To_Health_Services	BCG_Vaccination_Coverage	HIV_Testing_Coverage
0	Indonesia	Asia	Upper-Middle	2002	14128	3846	150.58	18.99	54.52	3977	7576	11840158	25516	3180	50.49	28.84	22.90	4.10	15.46	52.38	95.87	88.39
1	Brazil	North America	Lower-Middle	2017	1069	342	167.80	44.20	88.19	4179	3284	412757119	26300	5529	24.06	28.65	33.79	8.18	3.06	46.95	63.78	35.60
2	Nigeria	South America	High	2006	2473	6316	285.77	6.52	64.55	4961	3283	1246189339	30771	1703	81.77	38.69	6.63	2.26	4.95	40.88	68.91	77.81
3	Russia	Africa	Lower-Middle	2014	36090	6420	146.46	24.86	69.77	4012	6253	987178400	35730	8354	42.19	20.38	15.00	8.33	13.68	62.20	71.14	84.91
4	Indonesia	Europe	Upper-Middle	2020	33538	4910	56.87	10.52	64.57	2342	3479	672508232	38391	8024	64.97	39.28	18.00	6.60	4.35	53.88	55.11	49.89
5	Bangladesh	North America	Lower-Middle	2021	49588	3779	90.78	43.19	63.95	1583	5942	1374334908	30121	9541	62.52	26.83	39.14	2.28	13.74	82.14	69.80	87.34
6	USA	Africa	Low	2019	8141	8012	95.23	13.42	83.63	3278	6574	1225821404	4678	2354	60.91	33.71	5.12	0.75	19.55	46.58	87.97	34.15
7	Indonesia	South America	Lower-Middle	2017	9430	5560	422.92	32.04	83.64	4385	5372	1061114638	32948	6970	56.80	48.42	15.78	7.77	16.71	81.54	91.50	86.70
8	Nigeria	Asia	Lower-Middle	2024	7180	8669	149.32	9.11	73.30	4892	4646	857033041	13776	9943	32.70	26.21	37.56	2.27	3.62	50.17	93.42	83.20
9	Russia	South America	Upper-Middle	2002	1757	6811	360.20	20.84	79.59	695	5356	1004221841	15328	3864	39.64	23.83	15.73	8.90	10.65	71.49	50.71	24.63

	Country	Region	Income_Level	Year	TB_Cases	TB_Deaths	TB_Incidence_Rate	TB_Mortality_Rate	TB_Treatment_Success_Rate	Drug_Resistant_TB_Cases	HIV_CoInfected_TB_Cases	Population	GDP_Per_Capita	Health_Expenditure_Per_Capita	Urban_Population_Percentage	Malnutrition_Prevalence	Smoking_Prevalence	TB_Doctors_Per_100K	TB_Hospitals_Per_Million	Access_To_Health_Services	BCG_Vaccination_Coverage	HIV_Testing_Coverage
2990	Pakistan	Africa	Low	2011	18792	8139	270.39	16.01	73.48	783	7002	825312819	44637	2641	21.07	21.39	11.19	8.17	7.52	33.11	87.81	43.89
2991	USA	South America	Low	2016	18933	8506	144.06	34.98	56.87	338	748	573751256	30586	8891	88.45	19.17	9.57	9.51	4.17	81.55	97.45	21.58
2992	India	Africa	Lower-Middle	2015	15068	3781	464.13	3.19	84.14	803	9980	839111204	24563	404	45.64	41.03	11.37	4.10	5.67	88.09	85.55	82.70
2993	Indonesia	North America	High	2019	45924	6377	250.21	24.74	79.94	971	4600	1371812533	43782	2292	80.85	47.54	37.69	0.59	14.14	34.77	82.62	50.03
2994	Bangladesh	South America	Low	2015	9966	3367	422.58	24.81	63.37	4702	6097	639513325	30484	4949	33.08	38.66	10.76	2.47	19.20	52.61	94.26	62.08
2995	Russia	Africa	Lower-Middle	2018	26021	2096	242.90	8.94	55.26	1420	3728	733007799	18921	6286	51.26	12.82	30.33	1.11	4.53	85.44	63.19	33.62
2996	Russia	Asia	Lower-Middle	2014	37172	3194	361.96	42.03	87.40	1147	8211	1394319641	42422	2530	23.09	22.61	11.46	3.51	9.58	64.52	63.58	29.94
2997	India	Europe	Low	2011	15967	3271	175.07	40.04	80.34	4676	5091	623950718	1743	607	22.81	39.17	39.14	6.49	19.83	78.64	81.42	26.08
2998	Pakistan	Europe	High	2020	32519	5114	316.16	8.48	50.31	1578	9939	952999575	56769	3536	86.03	45.81	17.83	5.24	18.67	65.16	93.22	75.91
2999	Indonesia	Asia	Upper-Middle	2009	10919	9495	254.20	18.83	78.25	4482	2588	617718219	58376	211	76.74	49.94	19.42	2.50	7.37	98.48	80.25	65.25

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample